PREDICTING GLAUCOMA PROGRESSION USING DECISION TREES FOR CLUSTERED DATA BY GOODNESS OF SPLIT

LUCIE SHARPSTEN , JUANJUAN FAN , JOSEPH R. BARR , XIAOGANG SU
International Journal of Semantic Computing 07 ( 02) 157 -172

1
2013
Facilitating score and causal inference trees for large observational studies

Richard A. Levine , Xiaogang Su , Joseph Kang , Juanjuan Fan
Journal of Machine Learning Research 13 ( 1) 2955 -2994

41
2012
Crash Avoidance Analysis Using Classification Trees and Random Forests

Essam Radwan , Xiaogang Su , Rami Charles Harb , Xuedong Yan
Transportation Research Board 87th Annual MeetingTransportation Research Board

4
2008
Exploring Toll-Lane Processing Times, An Empirical Analysis

Essam Radwan , Xiaogang Su , Rami Charles Harb P.E. , Chris Russo
Transportation Research Board 89th Annual MeetingTransportation Research Board

2010
Predicting progressive glaucomatous optic neuropathy using random forests based on longitudinally collected standard automated perimetry data

Richard A Levine , Xiaogang Su , Lucie Sharpsten , Juanjuan Fan
Investigative Ophthalmology & Visual Science 55 ( 13) 5619 -5619

1
2014
Using Item Response Theory Models to Evaluate the Practice Environment Scale

Dheeraj Raju , Xiaogang Su , Patricia A. Patrician
Journal of Nursing Measurement 22 ( 2) 323 -341

8
2014
Variable selection for random effects two-part models:

Dongxiao Han , Lei Liu , Xiaogang Su , Bankole Johnson
Statistical Methods in Medical Research 28 ( 9) 2697 -2709

8
2019
Bootstrap confidence intervals for the optimal cutoff point to bisect estimated probabilities from logistic regression

Zheng Zhang , Xianjun Shi , Xiaogang Xiang , Chengyong Wang
Statistical Methods in Medical Research 29 ( 6) 1514 -1526

1
2020
Precision medicine: Subgroup identification in longitudinal trajectories.

Yishu Wei , Lei Liu , Xiaogang Su , Lihui Zhao
Statistical Methods in Medical Research 29 ( 9) 2603 -2616

1
2020
Application of Urinary Volatile Organic Compounds (VOCs) for the Diagnosis of Prostate Cancer.

Qin Gao , Xiaogang Su , Michael H. Annabi , Brielle R. Schreiter
Clinical Genitourinary Cancer 17 ( 3) 183 -190

21
2019
Subgroup Identification in Personalized Treatment of Alcohol Dependence.

Jue Hou , Chamindi Seneviratne , Xiaogang Su , Jeremy Taylor
Alcoholism: Clinical and Experimental Research 39 ( 7) 1253 -1259

13
2015
Controlled whole-body vibration training reduces risk of falls among community-dwelling older adults.

Feng Yang , George A. King , Loretta Dillon , Xiaogang Su
Journal of Biomechanics 48 ( 12) 3206 -3212

34
2015
Transition from treatment to survivorship: effects of a psychoeducational intervention on quality of life in breast cancer survivors.

Karen Dow Meneses , Patrick McNees , Victoria W. Loerzel , Xiaogang Su
Oncology Nursing Forum 34 ( 5) 1007 -1016

191
2007
Quality of life in older women with early-stage breast cancer in the first year of survivorship.

Victoria Wochna Loerzel , Patrick McNees , Lorrie L. Powel , Xiaogang Su
Oncology Nursing Forum 35 ( 6) 924 -932

24
2008
Multiple-inflation poisson model with L1 regularization

Xiaogang Su , Juanjuan Fan , Richard A. Levine , Xianming Tan
Statistica Sinica 23 ( 3) 1071 -1090

17
2013
Sparse estimation of generalized linear models (GLM) via approximated information criteria

Xiaogang Su , Juanjuan Fan , Richard Levine , Martha Nunn
Statistica Sinica 28 ( 3) 1561 -1581

4
2018
Bagging Probit Models for Unbalanced Classification

Hualin Wang , Xiaogang Su
Strategic Advancements in Utilizing Data Mining and Warehousing Technologies 290 -296

2
2010
Associations between salivary testosterone and cortisol levels and neonatal health and growth outcomes

June I. Cho , Waldemar A. Carlo , Xiaogang Su , Kenneth L. McCormick
Early Human Development 88 ( 10) 789 -795

15
2012
Variable selection in joint frailty models of recurrent and terminal events.

Dongxiao Han , Xiaogang Su , Liuquan Sun , Zhou Zhang
Biometrics 76 ( 4) 1330 -1339

2
2020
Sparse estimation of Cox proportional hazards models via approximated information criteria

Xiaogang Su , Chalani S. Wijayasinghe , Juanjuan Fan , Ying Zhang
Biometrics 72 ( 3) 751 -759

31
2016